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Papers Benchmarks Datasets Tasks

Medical image captioning research benchmarks · SOTA2 Research

Medical image captioning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.351RaTE Score

14

Jun 1, 2026

Inhouse-Abdomen 2 (external)

0.316RaTE Score

12

Jun 1, 2026

AMOS-MM (external)

0.251RaTE Score

12

Jun 1, 2026

Inhouse-Chest-1 n=400 (external)

0.287RaTE Score

12

Jun 1, 2026

Lung Cytology (Balanced)

Vision Model + Dual Text Decoders

90.6BLEU-1

8

Apr 23, 2026

Lung Cytology (Malignant)

Vision Model + Dual Text Decoders

0.853BLEU-1

8

Apr 23, 2026

Lung Cytology (Benign)

0.971BLEU-1

8

Apr 23, 2026

DualPrompt-MedCap

0.534Final Score

4

Feb 26, 2026

DualPrompt-MedCap

0.539Final Score

4

Feb 26, 2026

19.2ROUGE-L

3

Feb 26, 2026

Peir Gross (test)

42ROUGE-L

3

Feb 26, 2026

Popular datasets

Lung Cytology SLAKE CT-RATE Amos ROCO

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